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Solar Pro 3 vs Claude 4.1 Opus (Non-reasoning)

Upstage vs Anthropic — side-by-side benchmark comparison

Solar Pro 3Claude 4.1 Opus (Non-reasoning)
Intelligence Index25.936.0
Coding Index13.3
Math Index
Output speed (tok/s)0.044.7
Blended price ($/1M)$0.00$32.81
Time to first token (s)0.00s1.63s
aime
aime 25
artificial analysis coding index13.30
artificial analysis intelligence index25.9036.00
artificial analysis math index
gpqa72.4%
hle10.1%
ifbench71.2%
lcr27.0%
livecodebench
math 500
mmlu pro
scicode24.7%
tau286.3%
terminalbench hard7.6%

Benchmark data from Artificial Analysis.